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|Multimodal AI, or Multimodal LLM, refers to advanced AI models that are designed to process, interpret and interact with a variety of input formats such as text, images, audio and video.
|Multimodal AI, or Multimodal LLM, refers to advanced AI models that are designed to process, interpret and interact with a variety of input formats such as text, images, audio and video.
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|Prompt
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|A prompt is how you ask an AI tool, for example an AI chatbot, to perform a task for you like creating, summarizing, or researching a topic. It is the message you type or speak into an AI chatbot. The chatbot then processes this prompt and generates a response based on the instructions you’ve provided.
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|Prompt-a-thon
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|A prompt-a-thon is a collaborative, hands-on session where participants will explore generative AI, learn how to interact with generative AI, and discover how generative AI could play a part in their personal or professional lives.
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|Prompt injection
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|Prompt injection is a technique where a user intentionally inputs crafted prompts to manipulate an AI tool, such as an AI chatbot, often to make it behave in unintended ways by exploiting its processing logic. This can lead to the AI bypassing restrictions, accessing unauthorized functionalities, or producing inappropriate responses. Unlike jailbreaking, which involves modifying an AI chatbot to circumvent built-in safeguards, prompt injection disguises harmful instructions as harmless inputs, subtly manipulating the chatbot’s behavior.
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|Retrieval-Augmented Generation (RAG)
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|Retrieval-Augmented Generation is a method designed to enhance the content generated by a Large Language Model. It works by combining information retrieval with content generation, allowing the tool to access up-to-date information or specialized datasets. This ensures the generated content is more relevant and accurate.
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|System prompt
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|A system prompt refers to the predefined text or message that defines the desired personality of an agent. This includes any rules or guidelines which it follows when generating a response. It is not all AI chatbots that allow you to set a system prompt as it is often defined in the background and it is not something you will see when interacting with an AI chatbot.
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|Token
|Tokens are single units that serve as building blocks for a sentence or document (such as a words or characters). They are a measurement tool used to assess the length of chat inputs and outputs, defining the amount of work a LLM must perform.
The process of breaking text into tokens is known as tokenization.
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The following are a few key terms to help you learn about Artificial Intelligence:
The following are a few key terms to help you learn about Artificial Intelligence: